Twitter: How to Stop Personalizing Your Experience Based on Your Inferred Identity

This setting can be turned off manually

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By default, Twitter will attempt to personalize your experience on the social network “based on your inferred identity.”

The Twitter application reads, “Twitter will always personalize your experience based on information you’ve provided, as well as the devices you’ve used to log in. When this setting is enabled, Twitter may also personalize based on other inferences about your identity, like devices and browsers you haven’t used to log in to Twitter or email addresses and phone numbers similar to those linked to your Twitter account.”

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